https://ask.ghassem.com/tag/imbalanced-data Powered by Question2Answer https://ask.ghassem.com/1042/how-to-analyse-imbalanced-categorical-colum-in-dataset Hello,<br /> <br /> I have a dataset with a categorical column that contains three categories. One of the categories represents 98% of the data, while the remaining 2% are distributed between the other two categories, with a few (maybe around 50) in each. It is worth mentioning that the output for these 50 rows is the same, which suggests that these data points may be important.<br /> <br /> However, the data is obviously imbalanced, and I am unable to perform any analysis. Should I drop the entire column, or perform a chi-square test on the data as-is? Data Science https://ask.ghassem.com/1042/how-to-analyse-imbalanced-categorical-colum-in-dataset Sat, 24 Jun 2023 17:55:23 +0000